From paper logs to energy intelligence for heavy industry
Physics-constrained AI digital twins turning paper logs into live energy data, targeting 15% less energy per tonne in steel and cement.
B2B software for steel and cement plants: a setup fee, an annual software licence, and run and support fees per plant.
Steel and cement plants in emerging markets run on paper logs and intuition, so energy waste stays invisible and costs and CO2 stay high.
Phase 1 steel pilot completed, Phase 2 offered. Next: convert 2 cement plants, then scale across steel and cement plants in Asia.
AI digital twins turn paper logs into live energy data and advise operators where to save energy, without touching plant control systems.
Manual energy audits and consultants, generic EMS dashboards, and big industrial AI vendors (e.g. Siemens, ABB) built for digital plants.
AI digital twin platform for steel and cement: digitised energy logs, real-time thermodynamic models and operator decision support.
With or without investment — figures provided by the founders.
We're looking for pilot partners in steel and cement, strategic partners in industrial energy and carbon tracking, early investors and grant partners, and mentors with heavy-industry go-to-market experience in Asia and Europe.
Physics-constrained AI works with sparse, paper-based plant data that generic AI can't use, plus deep steel know-how and on-site deployment.
Energy, production and plant directors at mid-sized steel and cement plants in emerging markets, starting with Vietnam and Southeast Asia.
Founder-led direct sales via industry networks: a paid pilot per plant, then a full licence and rollout across the owner's other plants.
Steel and cement plants producing about 1.9bn t of steel and 4bn t of cement a year worldwide. First focus: Vietnam and Southeast Asia.
LinkedIn founder content, industry expos and forums, pilot case studies, referrals from industry and carbon-tracking partners, and awards.
